Deep Transfer Learning with Joint Adaptation Networks

21 May 2016

Papers citing "Deep Transfer Learning with Joint Adaptation Networks"

46 / 346 papers shown

Title
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 31 29 0 22 Jan 2019
Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Hugo Oliveira E. Ferreira J. A. dos Santos MedIm 19 14 0 16 Jan 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation Guoliang Kang Lu Jiang Yi Yang Alexander G. Hauptmann 14 826 0 04 Jan 2019
On Minimum Discrepancy Estimation for Deep Domain Adaptation Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 16 66 0 02 Jan 2019
Multi-component Image Translation for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 16 68 0 21 Dec 2018
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Toshihiko Matsuura Kuniaki Saito Tatsuya Harada 11 13 0 18 Dec 2018
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 74 1,749 0 04 Dec 2018
Towards Visual Feature Translation Jie Hu Rongrong Ji Hong Liu Shengchuan Zhang Cheng Deng Q. Tian DiffM 22 13 0 03 Dec 2018
Unsupervised Domain Adaptation using Generative Models and Self-ensembling Eman T. Hassan Xin Chen David J. Crandall OOD 20 7 0 02 Dec 2018
Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption Yexun Zhang Ya Zhang Yanfeng Wang Qi Tian OOD GAN 24 16 0 30 Nov 2018
Domain Adaptive Segmentation in Volume Electron Microscopy Imaging J. Roels Julian Hennies Yvan Saeys Wilfried Philips Anna Kreshuk 21 41 0 23 Oct 2018
Theoretical Guarantees of Transfer Learning Zirui Wang MLT 10 14 0 14 Oct 2018
Transfer Metric Learning: Algorithms, Applications and Outlooks Yong Luo Yonggang Wen Ling-Yu Duan Dacheng Tao 18 11 0 09 Oct 2018
Domain Generalization with Domain-Specific Aggregation Modules A. DÍnnocente Barbara Caputo OOD 18 136 0 28 Sep 2018
Multi-Adversarial Domain Adaptation Zhongyi Pei Zhangjie Cao Mingsheng Long Jianmin Wang OOD TTA 30 853 0 04 Sep 2018
Deep Transfer Learning for EEG-based Brain Computer Interface Chuanqi Tan F. Sun Wenchang Zhang 14 40 0 06 Aug 2018
Hallucinating Agnostic Images to Generalize Across Domains Fabio Maria Carlucci P. Russo Tatiana Tommasi Barbara Caputo OOD 37 14 0 03 Aug 2018
Deep Transfer Learning for Cross-domain Activity Recognition Jindong Wang V. Zheng Yiqiang Chen Meiyu Huang HAI 33 126 0 20 Jul 2018
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification Shan Lin Haoliang Li Chang-Tsun Li Alex C. Kot 16 188 0 04 Jul 2018
Learning Factorized Representations for Open-set Domain Adaptation Mahsa Baktash M. Faraki Tom Drummond Mathieu Salzmann OOD 27 53 0 31 May 2018
DiDA: Disentangled Synthesis for Domain Adaptation Jinming Cao Oren Katzir Peng-Tao Jiang Dani Lischinski Danny Cohen-Or Changhe Tu Yangyan Li 30 35 0 21 May 2018
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks S. Shashikumar Amit J. Shah Gari D. Clifford S. Nemati 19 78 0 07 May 2018
Sample-to-Sample Correspondence for Unsupervised Domain Adaptation Debasmit Das C.S. George Lee OOD 37 60 0 01 May 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 22 499 0 27 Apr 2018
Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Guanyu Cai Yuqin Wang Mengchu Zhou Lianghua He GAN 16 88 0 25 Apr 2018
Deep Transfer Network with Joint Distribution Adaptation: A New Intelligent Fault Diagnosis Framework for Industry Application Te Han Chao Liu Wenguang Yang D. Jiang OOD AI4CE 13 435 0 18 Apr 2018
Causal Generative Domain Adaptation Networks Biwei Huang Kun Zhang Erdun Gao Clark Glymour Dacheng Tao Kayhan Batmanghelich CML OOD TTA 30 21 0 12 Apr 2018
Domain Adaptation on Graphs by Learning Aligned Graph Bases Mehmet Pilanci Elif Vural OOD 19 50 0 14 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 20 185 0 05 Mar 2018
Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization Guoliang Kang Liang Zheng Yan Yan Yi Yang OOD 30 121 0 30 Jan 2018
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology Andreas Holzinger Bernd Malle Peter Kieseberg P. Roth Heimo Muller Robert Reihs K. Zatloukal 19 91 0 18 Dec 2017
Stretching Domain Adaptation: How far is too far? Yunhan Zhao Haider Ali René Vidal OOD 23 6 0 06 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 39 275 0 30 Nov 2017
Learning to cluster in order to transfer across domains and tasks Yen-Chang Hsu Zhaoyang Lv Z. Kira OOD 40 216 0 28 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 19 284 0 05 Nov 2017
Causally Regularized Learning with Agnostic Data Selection Bias Zheyan Shen Peng Cui Kun Kuang Yangqiu Song Peixuan Chen OOD 25 93 0 22 Aug 2017
Transfer Learning with Label Noise Xiyu Yu Tongliang Liu Biwei Huang Kun Zhang Kayhan Batmanghelich Dacheng Tao NoLa 16 32 0 31 Jul 2017
Mutual Alignment Transfer Learning Markus Wulfmeier Ingmar Posner Pieter Abbeel 16 60 0 25 Jul 2017
Deep Mixture of Diverse Experts for Large-Scale Visual Recognition Tianyi Zhao Jun-chen Yu Zhenzhong Kuang Wei Zhang Jianping Fan MoE 32 13 0 24 Jun 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
AutoDIAL: Automatic DomaIn Alignment Layers Fabio Maria Carlucci Lorenzo Porzi Barbara Caputo Elisa Ricci Samuel Rota Buló 32 314 0 26 Apr 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 25 503 0 17 Feb 2017
Heterogeneous domain adaptation: An unsupervised approach Feng Liu Guangquan Zhang Jie Lu 18 126 0 10 Jan 2017
Deep Transfer Learning for Person Re-identification Mengyue Geng Yaowei Wang Tao Xiang Yonghong Tian 23 307 0 16 Nov 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 16 439 0 21 Mar 2016
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 790 0 19 Feb 2009